Innovative Approach in Modeling Business Processes with a Focus on Improving the Allocation of Human Resources
المؤلفون المشاركون
Djedovic, Almir
Karabegovic, Almir
Avdagic, Zikrija
Omanovic, Samir
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2018، العدد 2018 (31 ديسمبر/كانون الأول 2018)، ص ص. 1-14، 14ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2018-09-19
دولة النشر
مصر
عدد الصفحات
14
التخصصات الرئيسية
الملخص EN
Organizations can improve efficiency of process execution through a correct resource allocation, as well as increase income, improve client satisfaction, and so on.
This work presents a novel approach for solving problems of resource allocation in business processes which combines process mining, statistical techniques, and metaheuristic algorithms for optimization.
In order to get more reliable results of the simulation, in this paper, we use process mining analysis and statistical techniques for building a simulation model.
For finding optimal human resource allocation in business processes, we use the improved differential evolution algorithm with population adaptation.
Because of the use of a stochastic simulation model, noise appears in the output of the model.
The differential evolution algorithm is modified in order to include uncertainty in the fitness function.
In the end, validation of the model was done on three different data sets in order to demonstrate the generality of the approach, and the comparison with the standard approach from the literature was done.
The results have shown that this novel approach gives solutions which are better than the existing model from literature.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Djedovic, Almir& Karabegovic, Almir& Avdagic, Zikrija& Omanovic, Samir. 2018. Innovative Approach in Modeling Business Processes with a Focus on Improving the Allocation of Human Resources. Mathematical Problems in Engineering،Vol. 2018, no. 2018, pp.1-14.
https://search.emarefa.net/detail/BIM-1209851
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Djedovic, Almir…[et al.]. Innovative Approach in Modeling Business Processes with a Focus on Improving the Allocation of Human Resources. Mathematical Problems in Engineering No. 2018 (2018), pp.1-14.
https://search.emarefa.net/detail/BIM-1209851
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Djedovic, Almir& Karabegovic, Almir& Avdagic, Zikrija& Omanovic, Samir. Innovative Approach in Modeling Business Processes with a Focus on Improving the Allocation of Human Resources. Mathematical Problems in Engineering. 2018. Vol. 2018, no. 2018, pp.1-14.
https://search.emarefa.net/detail/BIM-1209851
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1209851
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر